no code implementations • 18 Sep 2023 • Luka Abb, Peter Pfeiffer, Peter Fettke, Jana-Rebecca Rehse
Next activity prediction aims to forecast the future behavior of running process instances.
no code implementations • 19 Jul 2023 • Michael Grohs, Luka Abb, Nourhan Elsayed, Jana-Rebecca Rehse
In this paper, we illustrate how LLMs can accomplish text-related BPM tasks by applying a specific LLM to three exemplary tasks: mining imperative process models from textual descriptions, mining declarative process models from textual descriptions, and assessing the suitability of process tasks from textual descriptions for robotic process automation.
no code implementations • 25 Jul 2022 • Luka Abb, Jana-Rebecca Rehse
User interaction (UI) logs are high-resolution event logs that record low-level activities performed by a user during the execution of a task in an information system.